The silence of the apartment felt oppressive. Eleanor, normally a fountain of energy, found herself listlessly pushing food around her plate. She and her roommate, Grace, had clashed over a pet bird; Grace had said the mess and noise were too much. Eleanorโ€™s usual spark was dimmed.

She felt a hollowness, a deep ache inside her. The apartment echoed with a silence that felt heavy and suffocating. She imagined the bright chirping, the flurry of wings, the vibrant colours of a macaw. It had felt like there was a shadow over the usually bright space.

Eleanor cleared her plate with a sigh, every movement slow and deliberate, all joy gone. The thought of facing the rest of the day was a burden.

Emotion: unhappy

Cluster: Sadness / Despair
PC1 (Valence): -1.62 Negative
PC2 (Disposition): -0.78

Role in Research

This story is one of 1,000 stories generated for the emotion unhappy. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 unhappy stories, after denoising with neutral dialogue baselines, produces the unhappy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the unhappy vector is projected through the unembedding matrix.

Promoted:
S0.339
๐Ÿ˜ž0.317
๐Ÿ’”0.252
๐Ÿ˜”0.249
๐Ÿ˜ข0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199